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  <div class="headertitle"><div class="title">shark::ExampleModifiedKernelMatrix&lt; InputType, CacheType &gt; Class Template Reference</div></div>
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<p><code>#include &lt;<a class="el" href="_example_modified_kernel_matrix_8h_source.html">shark/LinAlg/ExampleModifiedKernelMatrix.h</a>&gt;</code></p>
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<tr class="heading"><td colspan="2"><h2 class="groupheader"><a id="pub-types" name="pub-types"></a>
Public Types</h2></td></tr>
<tr class="memitem:a745f5ec5c09ce814368fd30bd75ca4ca" id="r_a745f5ec5c09ce814368fd30bd75ca4ca"><td class="memItemLeft" align="right" valign="top">typedef CacheType&#160;</td><td class="memItemRight" valign="bottom"><a class="el" href="classshark_1_1_example_modified_kernel_matrix.html#a745f5ec5c09ce814368fd30bd75ca4ca">QpFloatType</a></td></tr>
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Public Member Functions</h2></td></tr>
<tr class="memitem:a11477f113015a5aa760ddbd930b7df2f" id="r_a11477f113015a5aa760ddbd930b7df2f"><td class="memItemLeft" align="right" valign="top">&#160;</td><td class="memItemRight" valign="bottom"><a class="el" href="classshark_1_1_example_modified_kernel_matrix.html#a11477f113015a5aa760ddbd930b7df2f">ExampleModifiedKernelMatrix</a> (<a class="el" href="classshark_1_1_abstract_kernel_function.html">AbstractKernelFunction</a>&lt; <a class="el" href="_multi_task_svm_8cpp.html#a0dea9a3a85d327080d9b617903508925">InputType</a> &gt; const &amp;kernelfunction, <a class="el" href="classshark_1_1_data.html">Data</a>&lt; <a class="el" href="_multi_task_svm_8cpp.html#a0dea9a3a85d327080d9b617903508925">InputType</a> &gt; const &amp;data)</td></tr>
<tr class="separator:a11477f113015a5aa760ddbd930b7df2f"><td class="memSeparator" colspan="2">&#160;</td></tr>
<tr class="memitem:a04b1125f744d2db2f81c31a89e441862" id="r_a04b1125f744d2db2f81c31a89e441862"><td class="memItemLeft" align="right" valign="top"><a class="el" href="classshark_1_1_example_modified_kernel_matrix.html#a745f5ec5c09ce814368fd30bd75ca4ca">QpFloatType</a>&#160;</td><td class="memItemRight" valign="bottom"><a class="el" href="classshark_1_1_example_modified_kernel_matrix.html#a04b1125f744d2db2f81c31a89e441862">operator()</a> (std::size_t i, std::size_t j) const</td></tr>
<tr class="memdesc:a04b1125f744d2db2f81c31a89e441862"><td class="mdescLeft">&#160;</td><td class="mdescRight">return a single matrix entry  <br /></td></tr>
<tr class="separator:a04b1125f744d2db2f81c31a89e441862"><td class="memSeparator" colspan="2">&#160;</td></tr>
<tr class="memitem:a8f0d05872f35e9542fde9c6b717a4ce2" id="r_a8f0d05872f35e9542fde9c6b717a4ce2"><td class="memItemLeft" align="right" valign="top">void&#160;</td><td class="memItemRight" valign="bottom"><a class="el" href="classshark_1_1_example_modified_kernel_matrix.html#a8f0d05872f35e9542fde9c6b717a4ce2">flipColumnsAndRows</a> (std::size_t i, std::size_t j)</td></tr>
<tr class="memdesc:a8f0d05872f35e9542fde9c6b717a4ce2"><td class="mdescLeft">&#160;</td><td class="mdescRight">swap two variables  <br /></td></tr>
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<tr class="memitem:a5e0e6e172c9c67bfc192d8ed215f5ca3" id="r_a5e0e6e172c9c67bfc192d8ed215f5ca3"><td class="memItemLeft" align="right" valign="top">std::size_t&#160;</td><td class="memItemRight" valign="bottom"><a class="el" href="classshark_1_1_example_modified_kernel_matrix.html#a5e0e6e172c9c67bfc192d8ed215f5ca3">size</a> () const</td></tr>
<tr class="memdesc:a5e0e6e172c9c67bfc192d8ed215f5ca3"><td class="mdescLeft">&#160;</td><td class="mdescRight">return the size of the quadratic matrix  <br /></td></tr>
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<tr class="memitem:a72f151212af0f6c0ad5acbc2ee69d43d" id="r_a72f151212af0f6c0ad5acbc2ee69d43d"><td class="memItemLeft" align="right" valign="top">unsigned long long&#160;</td><td class="memItemRight" valign="bottom"><a class="el" href="classshark_1_1_example_modified_kernel_matrix.html#a72f151212af0f6c0ad5acbc2ee69d43d">getAccessCount</a> () const</td></tr>
<tr class="memdesc:a72f151212af0f6c0ad5acbc2ee69d43d"><td class="mdescLeft">&#160;</td><td class="mdescRight">query the kernel access counter  <br /></td></tr>
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<tr class="memitem:a2a54aaf7381259d7541efe5cdff2cc38" id="r_a2a54aaf7381259d7541efe5cdff2cc38"><td class="memItemLeft" align="right" valign="top">void&#160;</td><td class="memItemRight" valign="bottom"><a class="el" href="classshark_1_1_example_modified_kernel_matrix.html#a2a54aaf7381259d7541efe5cdff2cc38">resetAccessCount</a> ()</td></tr>
<tr class="memdesc:a2a54aaf7381259d7541efe5cdff2cc38"><td class="mdescLeft">&#160;</td><td class="mdescRight">reset the kernel access counter  <br /></td></tr>
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<tr class="memitem:a0138d4fa7cfe2cb0d5228581be209e59" id="r_a0138d4fa7cfe2cb0d5228581be209e59"><td class="memItemLeft" align="right" valign="top"><a class="el" href="classshark_1_1_example_modified_kernel_matrix.html#a745f5ec5c09ce814368fd30bd75ca4ca">QpFloatType</a>&#160;</td><td class="memItemRight" valign="bottom"><a class="el" href="classshark_1_1_example_modified_kernel_matrix.html#a0138d4fa7cfe2cb0d5228581be209e59">entry</a> (std::size_t i, std::size_t j) const</td></tr>
<tr class="separator:a0138d4fa7cfe2cb0d5228581be209e59"><td class="memSeparator" colspan="2">&#160;</td></tr>
<tr class="memitem:aad7d35cd53538110b06c0aa455b1e05d" id="r_aad7d35cd53538110b06c0aa455b1e05d"><td class="memItemLeft" align="right" valign="top">void&#160;</td><td class="memItemRight" valign="bottom"><a class="el" href="classshark_1_1_example_modified_kernel_matrix.html#aad7d35cd53538110b06c0aa455b1e05d">row</a> (std::size_t i, std::size_t start, std::size_t end, <a class="el" href="classshark_1_1_example_modified_kernel_matrix.html#a745f5ec5c09ce814368fd30bd75ca4ca">QpFloatType</a> *storage) const</td></tr>
<tr class="memdesc:aad7d35cd53538110b06c0aa455b1e05d"><td class="mdescLeft">&#160;</td><td class="mdescRight">Computes the i-th row of the kernel matrix.  <br /></td></tr>
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<tr class="memitem:a2ea8da22eee5949c474d329fed8f8ce6" id="r_a2ea8da22eee5949c474d329fed8f8ce6"><td class="memTemplParams" colspan="2">template&lt;class M &gt; </td></tr>
<tr class="memitem:a2ea8da22eee5949c474d329fed8f8ce6"><td class="memTemplItemLeft" align="right" valign="top">void&#160;</td><td class="memTemplItemRight" valign="bottom"><a class="el" href="classshark_1_1_example_modified_kernel_matrix.html#a2ea8da22eee5949c474d329fed8f8ce6">matrix</a> (blas::matrix_expression&lt; M, blas::cpu_tag &gt; &amp;storage) const</td></tr>
<tr class="memdesc:a2ea8da22eee5949c474d329fed8f8ce6"><td class="mdescLeft">&#160;</td><td class="mdescRight">Computes the kernel-matrix.  <br /></td></tr>
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<tr class="memitem:ac1ded007da786a92cf9424048e971e9a" id="r_ac1ded007da786a92cf9424048e971e9a"><td class="memItemLeft" align="right" valign="top">void&#160;</td><td class="memItemRight" valign="bottom"><a class="el" href="classshark_1_1_example_modified_kernel_matrix.html#ac1ded007da786a92cf9424048e971e9a">setScalingCoefficients</a> (const RealVector &amp;scalingCoefficients)</td></tr>
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<tr class="heading"><td colspan="2"><h2 class="groupheader"><a id="pro-types" name="pro-types"></a>
Protected Types</h2></td></tr>
<tr class="memitem:aee5f5afe285add5ec8fe31eeba21731a" id="r_aee5f5afe285add5ec8fe31eeba21731a"><td class="memItemLeft" align="right" valign="top">typedef <a class="el" href="classshark_1_1_data.html">Data</a>&lt; <a class="el" href="_multi_task_svm_8cpp.html#a0dea9a3a85d327080d9b617903508925">InputType</a> &gt;::const_element_range::const_iterator&#160;</td><td class="memItemRight" valign="bottom"><a class="el" href="classshark_1_1_example_modified_kernel_matrix.html#aee5f5afe285add5ec8fe31eeba21731a">PointerType</a></td></tr>
<tr class="separator:aee5f5afe285add5ec8fe31eeba21731a"><td class="memSeparator" colspan="2">&#160;</td></tr>
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Protected Attributes</h2></td></tr>
<tr class="memitem:a36364a0cf08ffe188ea9b84025402ca6" id="r_a36364a0cf08ffe188ea9b84025402ca6"><td class="memItemLeft" align="right" valign="top"><a class="el" href="classshark_1_1_abstract_kernel_function.html">AbstractKernelFunction</a>&lt; <a class="el" href="_multi_task_svm_8cpp.html#a0dea9a3a85d327080d9b617903508925">InputType</a> &gt; const  &amp;&#160;</td><td class="memItemRight" valign="bottom"><a class="el" href="classshark_1_1_example_modified_kernel_matrix.html#a36364a0cf08ffe188ea9b84025402ca6">kernel</a></td></tr>
<tr class="memdesc:a36364a0cf08ffe188ea9b84025402ca6"><td class="mdescLeft">&#160;</td><td class="mdescRight">Kernel function defining the kernel Gram matrix.  <br /></td></tr>
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<tr class="memitem:a7f95535d785252cc07f6bfba36f57bee" id="r_a7f95535d785252cc07f6bfba36f57bee"><td class="memItemLeft" align="right" valign="top">std::vector&lt; <a class="el" href="classshark_1_1_example_modified_kernel_matrix.html#aee5f5afe285add5ec8fe31eeba21731a">PointerType</a> &gt;&#160;</td><td class="memItemRight" valign="bottom"><a class="el" href="classshark_1_1_example_modified_kernel_matrix.html#a7f95535d785252cc07f6bfba36f57bee">x</a></td></tr>
<tr class="memdesc:a7f95535d785252cc07f6bfba36f57bee"><td class="mdescLeft">&#160;</td><td class="mdescRight">Array of data pointers for kernel evaluations.  <br /></td></tr>
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<tr class="memitem:afba580c85e7eb485c1306351cfa6f495" id="r_afba580c85e7eb485c1306351cfa6f495"><td class="memItemLeft" align="right" valign="top">unsigned long long&#160;</td><td class="memItemRight" valign="bottom"><a class="el" href="classshark_1_1_example_modified_kernel_matrix.html#afba580c85e7eb485c1306351cfa6f495">m_accessCounter</a></td></tr>
<tr class="memdesc:afba580c85e7eb485c1306351cfa6f495"><td class="mdescLeft">&#160;</td><td class="mdescRight">counter for the kernel accesses  <br /></td></tr>
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<a name="details" id="details"></a><h2 class="groupheader">Detailed Description</h2>
<div class="textblock"><div class="compoundTemplParams">template&lt;typename <a class="el" href="_multi_task_svm_8cpp.html#a0dea9a3a85d327080d9b617903508925">InputType</a>, typename CacheType&gt;<br />
class shark::ExampleModifiedKernelMatrix&lt; InputType, CacheType &gt;</div><p>Kernel matrix which supports kernel evaluations on data with missing features. At the same time, the entry of the Gram matrix between examples i and j can be multiplied by two scaling factors corresponding to the examples i and j, respectively. To this end, this class holds a vector of as many scaling coefficients as there are examples in the dataset. </p><dl class="section note"><dt>Note</dt><dd>: most of code in this class is borrowed from <a class="el" href="classshark_1_1_kernel_matrix.html" title="Kernel Gram matrix.">KernelMatrix</a> by copy/paste, which is obviously terribly ugly. We could/should refactor classes in this file as soon as possible. </dd></dl>

<p class="definition">Definition at line <a class="el" href="_example_modified_kernel_matrix_8h_source.html#l00060">60</a> of file <a class="el" href="_example_modified_kernel_matrix_8h_source.html">ExampleModifiedKernelMatrix.h</a>.</p>
</div><h2 class="groupheader">Member Typedef Documentation</h2>
<a id="aee5f5afe285add5ec8fe31eeba21731a" name="aee5f5afe285add5ec8fe31eeba21731a"></a>
<h2 class="memtitle"><span class="permalink"><a href="#aee5f5afe285add5ec8fe31eeba21731a">&#9670;&#160;</a></span>PointerType</h2>

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template&lt;typename <a class="el" href="_multi_task_svm_8cpp.html#a0dea9a3a85d327080d9b617903508925">InputType</a> , typename CacheType &gt; </div>
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          <td class="memname">typedef <a class="el" href="classshark_1_1_data.html">Data</a>&lt;<a class="el" href="_multi_task_svm_8cpp.html#a0dea9a3a85d327080d9b617903508925">InputType</a>&gt;::const_element_range::const_iterator <a class="el" href="classshark_1_1_example_modified_kernel_matrix.html">shark::ExampleModifiedKernelMatrix</a>&lt; <a class="el" href="_multi_task_svm_8cpp.html#a0dea9a3a85d327080d9b617903508925">InputType</a>, CacheType &gt;::PointerType</td>
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<span class="mlabels"><span class="mlabel">protected</span></span>  </td>
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<p class="definition">Definition at line <a class="el" href="_example_modified_kernel_matrix_8h_source.html#l00148">148</a> of file <a class="el" href="_example_modified_kernel_matrix_8h_source.html">ExampleModifiedKernelMatrix.h</a>.</p>

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<a id="a745f5ec5c09ce814368fd30bd75ca4ca" name="a745f5ec5c09ce814368fd30bd75ca4ca"></a>
<h2 class="memtitle"><span class="permalink"><a href="#a745f5ec5c09ce814368fd30bd75ca4ca">&#9670;&#160;</a></span>QpFloatType</h2>

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<div class="memtemplate">
template&lt;typename <a class="el" href="_multi_task_svm_8cpp.html#a0dea9a3a85d327080d9b617903508925">InputType</a> , typename CacheType &gt; </div>
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          <td class="memname">typedef CacheType <a class="el" href="classshark_1_1_example_modified_kernel_matrix.html">shark::ExampleModifiedKernelMatrix</a>&lt; <a class="el" href="_multi_task_svm_8cpp.html#a0dea9a3a85d327080d9b617903508925">InputType</a>, CacheType &gt;::QpFloatType</td>
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<p class="definition">Definition at line <a class="el" href="_example_modified_kernel_matrix_8h_source.html#l00063">63</a> of file <a class="el" href="_example_modified_kernel_matrix_8h_source.html">ExampleModifiedKernelMatrix.h</a>.</p>

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<h2 class="groupheader">Constructor &amp; Destructor Documentation</h2>
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<h2 class="memtitle"><span class="permalink"><a href="#a11477f113015a5aa760ddbd930b7df2f">&#9670;&#160;</a></span>ExampleModifiedKernelMatrix()</h2>

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template&lt;typename <a class="el" href="_multi_task_svm_8cpp.html#a0dea9a3a85d327080d9b617903508925">InputType</a> , typename CacheType &gt; </div>
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          <td class="memname"><a class="el" href="classshark_1_1_example_modified_kernel_matrix.html">shark::ExampleModifiedKernelMatrix</a>&lt; <a class="el" href="_multi_task_svm_8cpp.html#a0dea9a3a85d327080d9b617903508925">InputType</a>, CacheType &gt;::ExampleModifiedKernelMatrix </td>
          <td>(</td>
          <td class="paramtype"><a class="el" href="classshark_1_1_abstract_kernel_function.html">AbstractKernelFunction</a>&lt; <a class="el" href="_multi_task_svm_8cpp.html#a0dea9a3a85d327080d9b617903508925">InputType</a> &gt; const &amp;&#160;</td>
          <td class="paramname"><em>kernelfunction</em>, </td>
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          <td class="paramtype"><a class="el" href="classshark_1_1_data.html">Data</a>&lt; <a class="el" href="_multi_task_svm_8cpp.html#a0dea9a3a85d327080d9b617903508925">InputType</a> &gt; const &amp;&#160;</td>
          <td class="paramname"><em>data</em>&#160;</td>
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<p>Constructor </p><dl class="params"><dt>Parameters</dt><dd>
  <table class="params">
    <tr><td class="paramname">kernelfunction</td><td>kernel function defining the Gram matrix </td></tr>
    <tr><td class="paramname">data</td><td>data to evaluate the kernel function </td></tr>
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<p class="definition">Definition at line <a class="el" href="_example_modified_kernel_matrix_8h_source.html#l00068">68</a> of file <a class="el" href="_example_modified_kernel_matrix_8h_source.html">ExampleModifiedKernelMatrix.h</a>.</p>

<p class="reference">References <a class="el" href="group__shark__globals.html#gad9b0233e3adc882ed94f418f80767b09">shark::Data&lt; Type &gt;::elements()</a>, <a class="el" href="group__shark__globals.html#ga814e8b0028cc90dd2af69805e8f8a04d">shark::Data&lt; Type &gt;::numberOfElements()</a>, and <a class="el" href="classshark_1_1_example_modified_kernel_matrix.html#a7f95535d785252cc07f6bfba36f57bee">shark::ExampleModifiedKernelMatrix&lt; InputType, CacheType &gt;::x</a>.</p>

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<h2 class="groupheader">Member Function Documentation</h2>
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<h2 class="memtitle"><span class="permalink"><a href="#a0138d4fa7cfe2cb0d5228581be209e59">&#9670;&#160;</a></span>entry()</h2>

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template&lt;typename <a class="el" href="_multi_task_svm_8cpp.html#a0dea9a3a85d327080d9b617903508925">InputType</a> , typename CacheType &gt; </div>
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          <td class="memname"><a class="el" href="classshark_1_1_example_modified_kernel_matrix.html#a745f5ec5c09ce814368fd30bd75ca4ca">QpFloatType</a> <a class="el" href="classshark_1_1_example_modified_kernel_matrix.html">shark::ExampleModifiedKernelMatrix</a>&lt; <a class="el" href="_multi_task_svm_8cpp.html#a0dea9a3a85d327080d9b617903508925">InputType</a>, CacheType &gt;::entry </td>
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<p>return a single matrix entry Override the Base::entry(...) formula: \( K\left(x_i, x_j\right)\frac{1}{s_i}\frac{1}{s_j} \) </p>

<p class="definition">Definition at line <a class="el" href="_example_modified_kernel_matrix_8h_source.html#l00102">102</a> of file <a class="el" href="_example_modified_kernel_matrix_8h_source.html">ExampleModifiedKernelMatrix.h</a>.</p>

<p class="reference">References <a class="el" href="group__kernels.html#ga686904ecf2fd8e7d8c1d6799c403afb9">shark::evalSkipMissingFeatures()</a>, <a class="el" href="_abstract_kernel_function_8h.html#a6b3350b06ce58818fa3509b6ec779aef">INCREMENT_KERNEL_COUNTER</a>, <a class="el" href="classshark_1_1_example_modified_kernel_matrix.html#a36364a0cf08ffe188ea9b84025402ca6">shark::ExampleModifiedKernelMatrix&lt; InputType, CacheType &gt;::kernel</a>, <a class="el" href="classshark_1_1_example_modified_kernel_matrix.html#afba580c85e7eb485c1306351cfa6f495">shark::ExampleModifiedKernelMatrix&lt; InputType, CacheType &gt;::m_accessCounter</a>, <a class="el" href="classshark_1_1_example_modified_kernel_matrix.html#a5e0e6e172c9c67bfc192d8ed215f5ca3">shark::ExampleModifiedKernelMatrix&lt; InputType, CacheType &gt;::size()</a>, <a class="el" href="_exception_8h.html#a42a6a50e4d06c00d60fbca5333f40768">SIZE_CHECK</a>, and <a class="el" href="classshark_1_1_example_modified_kernel_matrix.html#a7f95535d785252cc07f6bfba36f57bee">shark::ExampleModifiedKernelMatrix&lt; InputType, CacheType &gt;::x</a>.</p>

<p class="reference">Referenced by <a class="el" href="classshark_1_1_example_modified_kernel_matrix.html#a2ea8da22eee5949c474d329fed8f8ce6">shark::ExampleModifiedKernelMatrix&lt; InputType, CacheType &gt;::matrix()</a>, <a class="el" href="classshark_1_1_example_modified_kernel_matrix.html#a04b1125f744d2db2f81c31a89e441862">shark::ExampleModifiedKernelMatrix&lt; InputType, CacheType &gt;::operator()()</a>, and <a class="el" href="classshark_1_1_example_modified_kernel_matrix.html#aad7d35cd53538110b06c0aa455b1e05d">shark::ExampleModifiedKernelMatrix&lt; InputType, CacheType &gt;::row()</a>.</p>

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<h2 class="memtitle"><span class="permalink"><a href="#a8f0d05872f35e9542fde9c6b717a4ce2">&#9670;&#160;</a></span>flipColumnsAndRows()</h2>

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template&lt;typename <a class="el" href="_multi_task_svm_8cpp.html#a0dea9a3a85d327080d9b617903508925">InputType</a> , typename CacheType &gt; </div>
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          <td class="memname">void <a class="el" href="classshark_1_1_example_modified_kernel_matrix.html">shark::ExampleModifiedKernelMatrix</a>&lt; <a class="el" href="_multi_task_svm_8cpp.html#a0dea9a3a85d327080d9b617903508925">InputType</a>, CacheType &gt;::flipColumnsAndRows </td>
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<p>swap two variables </p>

<p class="definition">Definition at line <a class="el" href="_example_modified_kernel_matrix_8h_source.html#l00084">84</a> of file <a class="el" href="_example_modified_kernel_matrix_8h_source.html">ExampleModifiedKernelMatrix.h</a>.</p>

<p class="reference">References <a class="el" href="classshark_1_1_example_modified_kernel_matrix.html#a7f95535d785252cc07f6bfba36f57bee">shark::ExampleModifiedKernelMatrix&lt; InputType, CacheType &gt;::x</a>.</p>

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<h2 class="memtitle"><span class="permalink"><a href="#a72f151212af0f6c0ad5acbc2ee69d43d">&#9670;&#160;</a></span>getAccessCount()</h2>

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template&lt;typename <a class="el" href="_multi_task_svm_8cpp.html#a0dea9a3a85d327080d9b617903508925">InputType</a> , typename CacheType &gt; </div>
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          <td class="memname">unsigned long long <a class="el" href="classshark_1_1_example_modified_kernel_matrix.html">shark::ExampleModifiedKernelMatrix</a>&lt; <a class="el" href="_multi_task_svm_8cpp.html#a0dea9a3a85d327080d9b617903508925">InputType</a>, CacheType &gt;::getAccessCount </td>
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<p>query the kernel access counter </p>

<p class="definition">Definition at line <a class="el" href="_example_modified_kernel_matrix_8h_source.html#l00092">92</a> of file <a class="el" href="_example_modified_kernel_matrix_8h_source.html">ExampleModifiedKernelMatrix.h</a>.</p>

<p class="reference">References <a class="el" href="classshark_1_1_example_modified_kernel_matrix.html#afba580c85e7eb485c1306351cfa6f495">shark::ExampleModifiedKernelMatrix&lt; InputType, CacheType &gt;::m_accessCounter</a>.</p>

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<h2 class="memtitle"><span class="permalink"><a href="#a2ea8da22eee5949c474d329fed8f8ce6">&#9670;&#160;</a></span>matrix()</h2>

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template&lt;typename <a class="el" href="_multi_task_svm_8cpp.html#a0dea9a3a85d327080d9b617903508925">InputType</a> , typename CacheType &gt; </div>
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template&lt;class M &gt; </div>
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          <td class="memname">void <a class="el" href="classshark_1_1_example_modified_kernel_matrix.html">shark::ExampleModifiedKernelMatrix</a>&lt; <a class="el" href="_multi_task_svm_8cpp.html#a0dea9a3a85d327080d9b617903508925">InputType</a>, CacheType &gt;::matrix </td>
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<p>Computes the kernel-matrix. </p>

<p class="definition">Definition at line <a class="el" href="_example_modified_kernel_matrix_8h_source.html#l00127">127</a> of file <a class="el" href="_example_modified_kernel_matrix_8h_source.html">ExampleModifiedKernelMatrix.h</a>.</p>

<p class="reference">References <a class="el" href="classshark_1_1_example_modified_kernel_matrix.html#a0138d4fa7cfe2cb0d5228581be209e59">shark::ExampleModifiedKernelMatrix&lt; InputType, CacheType &gt;::entry()</a>, and <a class="el" href="classshark_1_1_example_modified_kernel_matrix.html#a5e0e6e172c9c67bfc192d8ed215f5ca3">shark::ExampleModifiedKernelMatrix&lt; InputType, CacheType &gt;::size()</a>.</p>

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<h2 class="memtitle"><span class="permalink"><a href="#a04b1125f744d2db2f81c31a89e441862">&#9670;&#160;</a></span>operator()()</h2>

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template&lt;typename <a class="el" href="_multi_task_svm_8cpp.html#a0dea9a3a85d327080d9b617903508925">InputType</a> , typename CacheType &gt; </div>
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          <td class="memname"><a class="el" href="classshark_1_1_example_modified_kernel_matrix.html#a745f5ec5c09ce814368fd30bd75ca4ca">QpFloatType</a> <a class="el" href="classshark_1_1_example_modified_kernel_matrix.html">shark::ExampleModifiedKernelMatrix</a>&lt; <a class="el" href="_multi_task_svm_8cpp.html#a0dea9a3a85d327080d9b617903508925">InputType</a>, CacheType &gt;::operator() </td>
          <td>(</td>
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<p>return a single matrix entry </p>

<p class="definition">Definition at line <a class="el" href="_example_modified_kernel_matrix_8h_source.html#l00080">80</a> of file <a class="el" href="_example_modified_kernel_matrix_8h_source.html">ExampleModifiedKernelMatrix.h</a>.</p>

<p class="reference">References <a class="el" href="classshark_1_1_example_modified_kernel_matrix.html#a0138d4fa7cfe2cb0d5228581be209e59">shark::ExampleModifiedKernelMatrix&lt; InputType, CacheType &gt;::entry()</a>.</p>

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<h2 class="memtitle"><span class="permalink"><a href="#a2a54aaf7381259d7541efe5cdff2cc38">&#9670;&#160;</a></span>resetAccessCount()</h2>

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template&lt;typename <a class="el" href="_multi_task_svm_8cpp.html#a0dea9a3a85d327080d9b617903508925">InputType</a> , typename CacheType &gt; </div>
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<p>reset the kernel access counter </p>

<p class="definition">Definition at line <a class="el" href="_example_modified_kernel_matrix_8h_source.html#l00096">96</a> of file <a class="el" href="_example_modified_kernel_matrix_8h_source.html">ExampleModifiedKernelMatrix.h</a>.</p>

<p class="reference">References <a class="el" href="classshark_1_1_example_modified_kernel_matrix.html#afba580c85e7eb485c1306351cfa6f495">shark::ExampleModifiedKernelMatrix&lt; InputType, CacheType &gt;::m_accessCounter</a>.</p>

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<h2 class="memtitle"><span class="permalink"><a href="#aad7d35cd53538110b06c0aa455b1e05d">&#9670;&#160;</a></span>row()</h2>

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template&lt;typename <a class="el" href="_multi_task_svm_8cpp.html#a0dea9a3a85d327080d9b617903508925">InputType</a> , typename CacheType &gt; </div>
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          <td class="paramtype"><a class="el" href="classshark_1_1_example_modified_kernel_matrix.html#a745f5ec5c09ce814368fd30bd75ca4ca">QpFloatType</a> *&#160;</td>
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<p>Computes the i-th row of the kernel matrix. </p>
<p>The entries start,...,end of the i-th row are computed and stored in storage. There must be enough room for this operation preallocated. </p>

<p class="definition">Definition at line <a class="el" href="_example_modified_kernel_matrix_8h_source.html#l00119">119</a> of file <a class="el" href="_example_modified_kernel_matrix_8h_source.html">ExampleModifiedKernelMatrix.h</a>.</p>

<p class="reference">References <a class="el" href="classshark_1_1_example_modified_kernel_matrix.html#a0138d4fa7cfe2cb0d5228581be209e59">shark::ExampleModifiedKernelMatrix&lt; InputType, CacheType &gt;::entry()</a>.</p>

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<h2 class="memtitle"><span class="permalink"><a href="#ac1ded007da786a92cf9424048e971e9a">&#9670;&#160;</a></span>setScalingCoefficients()</h2>

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template&lt;typename <a class="el" href="_multi_task_svm_8cpp.html#a0dea9a3a85d327080d9b617903508925">InputType</a> , typename CacheType &gt; </div>
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<p class="definition">Definition at line <a class="el" href="_example_modified_kernel_matrix_8h_source.html#l00137">137</a> of file <a class="el" href="_example_modified_kernel_matrix_8h_source.html">ExampleModifiedKernelMatrix.h</a>.</p>

<p class="reference">References <a class="el" href="classshark_1_1_example_modified_kernel_matrix.html#a5e0e6e172c9c67bfc192d8ed215f5ca3">shark::ExampleModifiedKernelMatrix&lt; InputType, CacheType &gt;::size()</a>, and <a class="el" href="_exception_8h.html#a42a6a50e4d06c00d60fbca5333f40768">SIZE_CHECK</a>.</p>

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<h2 class="memtitle"><span class="permalink"><a href="#a5e0e6e172c9c67bfc192d8ed215f5ca3">&#9670;&#160;</a></span>size()</h2>

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<p>return the size of the quadratic matrix </p>

<p class="definition">Definition at line <a class="el" href="_example_modified_kernel_matrix_8h_source.html#l00088">88</a> of file <a class="el" href="_example_modified_kernel_matrix_8h_source.html">ExampleModifiedKernelMatrix.h</a>.</p>

<p class="reference">References <a class="el" href="classshark_1_1_example_modified_kernel_matrix.html#a7f95535d785252cc07f6bfba36f57bee">shark::ExampleModifiedKernelMatrix&lt; InputType, CacheType &gt;::x</a>.</p>

<p class="reference">Referenced by <a class="el" href="classshark_1_1_example_modified_kernel_matrix.html#a0138d4fa7cfe2cb0d5228581be209e59">shark::ExampleModifiedKernelMatrix&lt; InputType, CacheType &gt;::entry()</a>, <a class="el" href="classshark_1_1_example_modified_kernel_matrix.html#a2ea8da22eee5949c474d329fed8f8ce6">shark::ExampleModifiedKernelMatrix&lt; InputType, CacheType &gt;::matrix()</a>, and <a class="el" href="classshark_1_1_example_modified_kernel_matrix.html#ac1ded007da786a92cf9424048e971e9a">shark::ExampleModifiedKernelMatrix&lt; InputType, CacheType &gt;::setScalingCoefficients()</a>.</p>

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<h2 class="memtitle"><span class="permalink"><a href="#a36364a0cf08ffe188ea9b84025402ca6">&#9670;&#160;</a></span>kernel</h2>

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template&lt;typename <a class="el" href="_multi_task_svm_8cpp.html#a0dea9a3a85d327080d9b617903508925">InputType</a> , typename CacheType &gt; </div>
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          <td class="memname"><a class="el" href="classshark_1_1_abstract_kernel_function.html">AbstractKernelFunction</a>&lt;<a class="el" href="_multi_task_svm_8cpp.html#a0dea9a3a85d327080d9b617903508925">InputType</a>&gt; const&amp; <a class="el" href="classshark_1_1_example_modified_kernel_matrix.html">shark::ExampleModifiedKernelMatrix</a>&lt; <a class="el" href="_multi_task_svm_8cpp.html#a0dea9a3a85d327080d9b617903508925">InputType</a>, CacheType &gt;::kernel</td>
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<p>Kernel function defining the kernel Gram matrix. </p>

<p class="definition">Definition at line <a class="el" href="_example_modified_kernel_matrix_8h_source.html#l00146">146</a> of file <a class="el" href="_example_modified_kernel_matrix_8h_source.html">ExampleModifiedKernelMatrix.h</a>.</p>

<p class="reference">Referenced by <a class="el" href="classshark_1_1_example_modified_kernel_matrix.html#a0138d4fa7cfe2cb0d5228581be209e59">shark::ExampleModifiedKernelMatrix&lt; InputType, CacheType &gt;::entry()</a>.</p>

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<h2 class="memtitle"><span class="permalink"><a href="#afba580c85e7eb485c1306351cfa6f495">&#9670;&#160;</a></span>m_accessCounter</h2>

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template&lt;typename <a class="el" href="_multi_task_svm_8cpp.html#a0dea9a3a85d327080d9b617903508925">InputType</a> , typename CacheType &gt; </div>
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          <td class="memname">unsigned long long <a class="el" href="classshark_1_1_example_modified_kernel_matrix.html">shark::ExampleModifiedKernelMatrix</a>&lt; <a class="el" href="_multi_task_svm_8cpp.html#a0dea9a3a85d327080d9b617903508925">InputType</a>, CacheType &gt;::m_accessCounter</td>
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<p>counter for the kernel accesses </p>

<p class="definition">Definition at line <a class="el" href="_example_modified_kernel_matrix_8h_source.html#l00152">152</a> of file <a class="el" href="_example_modified_kernel_matrix_8h_source.html">ExampleModifiedKernelMatrix.h</a>.</p>

<p class="reference">Referenced by <a class="el" href="classshark_1_1_example_modified_kernel_matrix.html#a0138d4fa7cfe2cb0d5228581be209e59">shark::ExampleModifiedKernelMatrix&lt; InputType, CacheType &gt;::entry()</a>, <a class="el" href="classshark_1_1_example_modified_kernel_matrix.html#a72f151212af0f6c0ad5acbc2ee69d43d">shark::ExampleModifiedKernelMatrix&lt; InputType, CacheType &gt;::getAccessCount()</a>, and <a class="el" href="classshark_1_1_example_modified_kernel_matrix.html#a2a54aaf7381259d7541efe5cdff2cc38">shark::ExampleModifiedKernelMatrix&lt; InputType, CacheType &gt;::resetAccessCount()</a>.</p>

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<h2 class="memtitle"><span class="permalink"><a href="#a7f95535d785252cc07f6bfba36f57bee">&#9670;&#160;</a></span>x</h2>

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template&lt;typename <a class="el" href="_multi_task_svm_8cpp.html#a0dea9a3a85d327080d9b617903508925">InputType</a> , typename CacheType &gt; </div>
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          <td class="memname">std::vector&lt;<a class="el" href="classshark_1_1_example_modified_kernel_matrix.html#aee5f5afe285add5ec8fe31eeba21731a">PointerType</a>&gt; <a class="el" href="classshark_1_1_example_modified_kernel_matrix.html">shark::ExampleModifiedKernelMatrix</a>&lt; <a class="el" href="_multi_task_svm_8cpp.html#a0dea9a3a85d327080d9b617903508925">InputType</a>, CacheType &gt;::x</td>
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<p>Array of data pointers for kernel evaluations. </p>

<p class="definition">Definition at line <a class="el" href="_example_modified_kernel_matrix_8h_source.html#l00150">150</a> of file <a class="el" href="_example_modified_kernel_matrix_8h_source.html">ExampleModifiedKernelMatrix.h</a>.</p>

<p class="reference">Referenced by <a class="el" href="classshark_1_1_example_modified_kernel_matrix.html#a0138d4fa7cfe2cb0d5228581be209e59">shark::ExampleModifiedKernelMatrix&lt; InputType, CacheType &gt;::entry()</a>, <a class="el" href="classshark_1_1_example_modified_kernel_matrix.html#a11477f113015a5aa760ddbd930b7df2f">shark::ExampleModifiedKernelMatrix&lt; InputType, CacheType &gt;::ExampleModifiedKernelMatrix()</a>, <a class="el" href="classshark_1_1_example_modified_kernel_matrix.html#a8f0d05872f35e9542fde9c6b717a4ce2">shark::ExampleModifiedKernelMatrix&lt; InputType, CacheType &gt;::flipColumnsAndRows()</a>, and <a class="el" href="classshark_1_1_example_modified_kernel_matrix.html#a5e0e6e172c9c67bfc192d8ed215f5ca3">shark::ExampleModifiedKernelMatrix&lt; InputType, CacheType &gt;::size()</a>.</p>

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<hr/>The documentation for this class was generated from the following file:<ul>
<li>include/shark/LinAlg/<a class="el" href="_example_modified_kernel_matrix_8h_source.html">ExampleModifiedKernelMatrix.h</a></li>
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